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European NCAP Driver State Monitoring Protocols: Prevalence of Distraction in Naturalistic Driving
Megan Mulhall1, Kyle Wilson1, Shiyan Yang1
1Seeing Machines Ltd, Canberra, ACT, Australia.
Human Factors
|August 21, 2023
Summary
Driver distraction behaviors defined by Euro NCAP occur naturally. Gaze tracking (lizard glances) is more frequent than head tracking (owl glances), highlighting the need for advanced Driver State Monitoring (DSM) systems.
Area of Science:
- Road safety research
- Human-computer interaction
- Automotive engineering
Background:
- The 2023 introduction of Occupant Status Monitoring (OSM) by Euro NCAP will drive adoption of Driver State Monitoring (DSM).
- Euro NCAP mandates specific distraction behaviors for DSM systems to achieve maximum safety ratings.
- The prevalence of these distraction behaviors and associated driver alerts/interventions in real-world driving remains unquantified.
Purpose of the Study:
- To examine the prevalence of Euro NCAP-defined driver distraction behaviors during naturalistic driving.
- To analyze the frequency of driver alerting and intervention in response to these distraction events.
Main Methods:
- Utilized an instrumented vehicle equipped with automotive-grade DSM for 20 healthcare workers over two weeks.
- Collected 168.8 hours of continuous driver head, eye, and gaze tracking data during daily commutes.
Main Results:
- Single, prolonged distraction events were most common (.89 events/hour).
- Lizard glances (gaze tracking) were more frequent than owl glances (head tracking).
- Visual time-sharing events occurred at a rate of .21 events/hour, with alerting rates influenced by glance region thresholds.
Conclusions:
- Euro NCAP-defined driver distractions manifest naturally during driving.
- The high frequency of lizard glances indicates that less sophisticated DSM systems relying solely on head tracking will miss significant distraction events.
- Findings inform OEMs, DSM manufacturers, and regulators about expected alerting rates, influencing safety, user experience, and DSM acceptance.
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